Federated learning for edge computing

• Main Author: Low, Chin Poh
• Other Authors: Lam Siew Kei
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Data science; Machine learning; Deep neural Network
• Online Access: https://hdl.handle.net/10356/175088
• Institution: Nanyang Technological University

This research paper goals to optimize federated learning by focusing on two key objectives. First, we'll evaluate how different traditional machine learning models perform when implementing federated learning strategies. I will test these models’ using data from a variety of sources to en...